Meet Davis, our radically different AI-engine
Automatically processes billions of dependencies to serve up precise answers.
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Davis is purpose-built for today’s web-scale enterprise clouds
Complex
368B
dependencies analyzed by Davis per second.
Dynamic
8B
application topology changes are already processed by Dynatrace per day.
System health
100k
reduction of overall outage minutes is what Davis can help you achieve.
Precision you can rely on.
Dependency detection
Real-time
dependency detection and distributed tracing.
Topology visualisation
Get a real-time map of your entire application stack across hybrid cloud environment.
Anomaly detection
No configuration, no data scientists needed. Dynatrace detects issues automatically and reliably.
Root cause analysis
Dynatrace AI is deterministic and identifies the actual root cause with unmatched precision.
Business impact analysis
Determine the severity of an anomality in term of impacts to real users and business KPIs.
AIOps
Use Davis to
automate operations and enable self-healing.
Precise answers through high fidelity data
Rather than processing simple time-series data Davis uses high-fidelity metrics, traces, logs and real user data that are mapped to a unified entity model. Davis has the full picture at any moment by using both Dynatrace’s native OneAgent and its open API for ingesting 3rd party data.
Davis is purpose-built AI
Davis uses deterministic AI which is a radically different approach to traditional machine learning. It performs an automatic fault-tree analysis, the same methodology NASA and the FAA are using. This is causation not correlation. The resulting root cause analysis is precise and reproducible step by step.
At the core, to understand more
Davis sits at the core of Dynatrace, not bolted on as an afterthought. Therefore, our AI engine is part of every aspect of the platform. Davis processes any and all data, whether it comes from a mainframe, the infrastructure, a cloud platform or the CI/CD pipeline. This enables Davis to provide the granularity and precision needed to automate the enterprise cloud, unlike traditional AI.
Kroger
The Dynatrace AI has completely changed what I have to focus on. I don't do anything like incident management or SLA reporting anymore. Our group is now there to enable and help people go faster.”

Just a few of our enterprise customers
Kroger reaps the rewards of utilizing AI to drive cloud innovation.
Porsche Informatik uses AI-powered monitoring to fully understand user experience.
Experian selects Dynatrace because the AI paves the way for autonomous operations.
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